{"id":"https://openalex.org/W3214931864","doi":"https://doi.org/10.3390/rs13224695","title":"Monitoring the Spring Flood in Lena Delta with Hydrodynamic Modeling Based on SAR Satellite Products","display_name":"Monitoring the Spring Flood in Lena Delta with Hydrodynamic Modeling Based on SAR Satellite Products","publication_year":2021,"publication_date":"2021-11-20","ids":{"openalex":"https://openalex.org/W3214931864","doi":"https://doi.org/10.3390/rs13224695","mag":"3214931864"},"language":"en","primary_location":{"id":"doi:10.3390/rs13224695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224695","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4695/pdf?version=1637559917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/22/4695/pdf?version=1637559917","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067524731","display_name":"Avi Putri Pertiwi","orcid":"https://orcid.org/0000-0002-8819-860X"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Avi Putri Pertiwi","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany","Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8819-860X","affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]},{"raw_affiliation_string":"Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032791474","display_name":"Achim Roth","orcid":"https://orcid.org/0000-0002-8913-0930"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Roth","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037492495","display_name":"Timo Schaffhauser","orcid":"https://orcid.org/0000-0002-2553-0089"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timo Schaffhauser","raw_affiliation_strings":["Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012270740","display_name":"Punit Kumar Bhola","orcid":"https://orcid.org/0000-0003-3586-6616"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Punit Kumar Bhola","raw_affiliation_strings":["Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3586-6616","affiliations":[{"raw_affiliation_string":"Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057709839","display_name":"Felix Reu\u00df","orcid":"https://orcid.org/0000-0002-3867-7397"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Reu\u00df","raw_affiliation_strings":["Sachverst\u00e4ndigenb\u00fcro f\u00fcr Luftbildauswertung und Umweltfragen (SLU), 81243 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3867-7397","affiliations":[{"raw_affiliation_string":"Sachverst\u00e4ndigenb\u00fcro f\u00fcr Luftbildauswertung und Umweltfragen (SLU), 81243 Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070968461","display_name":"Samuel Stettner","orcid":"https://orcid.org/0000-0001-5278-7931"},"institutions":[{"id":"https://openalex.org/I127251866","display_name":"Alfred-Wegener-Institut Helmholtz-Zentrum f\u00fcr Polar- und Meeresforschung","ror":"https://ror.org/032e6b942","country_code":"DE","type":"facility","lineage":["https://openalex.org/I127251866","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Stettner","raw_affiliation_strings":["Alfred-Wegener-Institut (AWI), 14401 Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfred-Wegener-Institut (AWI), 14401 Potsdam, Germany","institution_ids":["https://openalex.org/I127251866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059343226","display_name":"Claudia Kuenzer","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claudia Kuenzer","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080642606","display_name":"Markus Disse","orcid":"https://orcid.org/0000-0003-4620-575X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Disse","raw_affiliation_strings":["Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4620-575X","affiliations":[{"raw_affiliation_string":"Hydrology and River Basin Management, Technical University of Munich (TUM), 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067524731"],"corresponding_institution_ids":["https://openalex.org/I2898391981","https://openalex.org/I62916508"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":1839,"currency":"EUR","value_usd":1983},"fwci":0.4391,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60815358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"13","issue":"22","first_page":"4695","last_page":"4695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/delta","display_name":"Delta","score":0.6854432225227356},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6581746339797974},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6495692729949951},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5411810278892517},{"id":"https://openalex.org/keywords/arctic","display_name":"Arctic","score":0.5265676975250244},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.5033671259880066},{"id":"https://openalex.org/keywords/spring","display_name":"Spring (device)","score":0.4816933572292328},{"id":"https://openalex.org/keywords/river-delta","display_name":"River delta","score":0.46880820393562317},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.46682021021842957},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4644949734210968},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.4196302890777588},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.37643396854400635},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.231920063495636},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09675681591033936}],"concepts":[{"id":"https://openalex.org/C5072461","wikidata":"https://www.wikidata.org/wiki/Q49506","display_name":"Delta","level":2,"score":0.6854432225227356},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6581746339797974},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6495692729949951},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5411810278892517},{"id":"https://openalex.org/C518008717","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"Arctic","level":2,"score":0.5265676975250244},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5033671259880066},{"id":"https://openalex.org/C2778712887","wikidata":"https://www.wikidata.org/wiki/Q102836","display_name":"Spring (device)","level":2,"score":0.4816933572292328},{"id":"https://openalex.org/C135114317","wikidata":"https://www.wikidata.org/wiki/Q43197","display_name":"River delta","level":3,"score":0.46880820393562317},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.46682021021842957},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4644949734210968},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.4196302890777588},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.37643396854400635},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.231920063495636},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09675681591033936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs13224695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224695","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4695/pdf?version=1637559917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:145829","is_oa":false,"landing_page_url":"https://doi.org/10.3390/rs13224695>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Zeitschriftenbeitrag"},{"id":"pmh:oai:doaj.org/article:c8b7461435134a89b295ee8ff485d3ae","is_oa":true,"landing_page_url":"https://doaj.org/article/c8b7461435134a89b295ee8ff485d3ae","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 22, p 4695 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/22/4695/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13224695","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 22; Pages: 4695","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1728746","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1728746","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13224695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224695","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4695/pdf?version=1637559917","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3214931864.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1518925839","https://openalex.org/W1530766054","https://openalex.org/W1587869157","https://openalex.org/W1987994618","https://openalex.org/W1989661695","https://openalex.org/W1996133715","https://openalex.org/W1996532710","https://openalex.org/W1999625440","https://openalex.org/W2006235772","https://openalex.org/W2010879550","https://openalex.org/W2031180284","https://openalex.org/W2042788244","https://openalex.org/W2044826280","https://openalex.org/W2072057865","https://openalex.org/W2081601823","https://openalex.org/W2089825546","https://openalex.org/W2099813484","https://openalex.org/W2103425624","https://openalex.org/W2105012295","https://openalex.org/W2112152298","https://openalex.org/W2126715275","https://openalex.org/W2129260795","https://openalex.org/W2133307772","https://openalex.org/W2157381528","https://openalex.org/W2161355009","https://openalex.org/W2409568435","https://openalex.org/W2495585455","https://openalex.org/W2780173178","https://openalex.org/W2795004811","https://openalex.org/W2805775763","https://openalex.org/W2890692188","https://openalex.org/W2911964244","https://openalex.org/W2996758255","https://openalex.org/W3048412321","https://openalex.org/W3090911235","https://openalex.org/W3181132894","https://openalex.org/W6650073765","https://openalex.org/W6683333731"],"related_works":["https://openalex.org/W2383611265","https://openalex.org/W2735130551","https://openalex.org/W2977782020","https://openalex.org/W3212371715","https://openalex.org/W2372487319","https://openalex.org/W2064799217","https://openalex.org/W4239373651","https://openalex.org/W2367156160","https://openalex.org/W2082438849","https://openalex.org/W2981898257"],"abstract_inverted_index":{"Due":[0],"to":[1,40,68,98,120,201,228],"the":[2,6,31,35,41,63,70,74,82,114,117,136,146,154,176,182,208,223,235,242,247,256],"remote":[3,89],"location":[4],"and":[5,54,92,167,189,197,244,252],"extreme":[7],"climate,":[8],"monitoring":[9],"stations":[10],"in":[11,17,81,162,240,246],"Arctic":[12,137],"rivers":[13],"such":[14],"as":[15,59,61,151],"Lena":[16,36,83,118,125],"Siberia":[18,134],"have":[19],"been":[20],"decreasing":[21],"through":[22],"time.":[23],"Every":[24],"year,":[25],"after":[26],"a":[27,86,107,219],"long":[28],"harsh":[29],"winter,":[30],"accumulated":[32],"snow":[33],"on":[34],"watershed":[37],"melts,":[38],"leading":[39],"major":[42],"annual":[43,257],"spring":[44,75],"flood":[45,76,165,250,258],"event":[46],"causing":[47],"heavy":[48],"transport":[49],"of":[50,73,88,116,145,205,214,230],"sediments,":[51],"organic":[52],"carbon,":[53],"trace":[55],"metals,":[56],"both":[57],"into":[58,135],"well":[60],"within":[62],"delta.":[64],"This":[65],"study":[66],"aims":[67],"analyze":[69],"hydrodynamic":[71,93,155,237],"processes":[72],"taking":[77],"place":[78],"every":[79],"year":[80],"Delta.":[84],"Thus,":[85],"combination":[87],"sensing":[90],"techniques":[91],"modeling":[94,156,238],"methodologies":[95],"is":[96,127],"used":[97],"overcome":[99],"limitations":[100],"caused":[101],"by":[102,174],"missing":[103],"ground-truth":[104],"data.":[105],"As":[106],"test":[108],"site":[109],"for":[110,153],"this":[111],"feasibility":[112],"study,":[113],"outlet":[115],"River":[119],"its":[121],"delta":[122],"was":[123],"selected.":[124],"Delta":[126],"an":[128],"extensive":[129],"wetland":[130],"spanning":[131],"from":[132],"northeast":[133],"Ocean.":[138],"Spaceborne":[139],"Synthetic":[140],"Aperture":[141],"Radar":[142],"(SAR)":[143],"data":[144],"TerraSAR-X/TanDEM-X":[147],"satellite":[148],"mission":[149],"served":[150],"input":[152],"software":[157],"HEC-RAS.":[158],"The":[159,170],"model":[160,171],"resulted":[161],"inundation":[163,179,184,210,225,248],"areas,":[164,249],"depths,":[166,251],"flow":[168,216,232,253],"velocities.":[169],"accuracy":[172],"assessed":[173],"comparing":[175],"multi-temporal":[177],"modeled":[178],"areas":[180,185,226],"with":[181,191,222],"satellite-derived":[183,224],"ranged":[186],"between":[187,195,207],"65":[188],"95%,":[190],"kappa":[192],"coefficients":[193],"ranging":[194],"0.78":[196],"0.97,":[198],"showing":[199],"moderate":[200],"almost":[202],"perfect":[203],"levels":[204],"agreement":[206,221],"two":[209],"boundaries.":[211],"Modeling":[212],"results":[213],"high":[215],"discharges":[217],"show":[218],"better":[220],"compared":[227],"that":[229],"lower":[231],"discharges.":[233],"Overall,":[234],"remote-sensing-based":[236],"succeeded":[239],"indicating":[241],"increase":[243],"decrease":[245],"velocities":[254],"during":[255],"events.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}